STAGER checklist: Standardized testing and assessment guidelines for evaluating generative artificial intelligence reliability by Jinghong Chen, Lingxuan Zhu, Weiming Mou, Anqi Lin, Dongqiang Zeng, Chang Qi, Zaoqu Liu, Aimin Jiang, Bufu Tang, Wenjie Shi, Ulf D. Kahlert, Jianguo Zhou, Shipeng Guo, Xiaofan Lu, Xu Sun, Trunghieu Ngo, Zhongji Pu, Baolei Jia, Che Ok Jeon, Yongbin He, Haiyang Wu, Shuqin Gu, Wisit Cheungpasitporn, Haojie Huang, Weipu Mao, Shixiang Wang, Xin Chen, Loïc Cabannes, Gerald Sng Gui Ren, Iain S. Whitaker, Stephen Ali, Quan Cheng, Kai Miao, Shuofeng Yuan, Peng Luo

“…Our framework furnishes a standardized, systematic approach for testing generative AI's applicability in medicine. …”
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Power Transmission Mechanism and Tribological Performance of Modern Bicycle Drivetrains—A Review by Yook Wah Liew, Owen Matthews, Dzung Viet Dao, Huaizhong Li

“…There is a lack of systematic reviews on technological progress and recent research works in this field. …”
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First-Principles-Based Structural and Mechanical Properties of Al₃Ni Under High Pressure by Chuncai Xiao, Baiyuan Yang, Zhangli Lai, Zhiquan Chen, Huaiyang Yang, Hui Wang, Yunzhi Zhou, Xianshi Zeng

“…This current research systematically elucidated the stability of Al₃Ni under high-pressure conditions and the law of the transformation of it mechanical behavior, providing a theoretical foundation for its application under extreme circumstances.…”
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A scoping review on heat indices used to measure the effects of heat on maternal and perinatal health by Anayda Portela, Debra Jackson, Nathalie Roos, Chuansi Gao, Francesca Conway, Ijeoma Solarin, Chloe Brimicombe, Darshnika Lakhoo

“…Objectives To provide a scoping review on heat stress and indices for those interested in the epidemiology and working in extreme heat and maternal perinatal health.Methods This study is a scoping review based on a previous review guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for scoping reviews. …”
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Mind-Body Exercises for Nurses with Chronic Low Back Pain: An Evidence-Based Review by Pinky Budhrani-Shani, Donna L. Berry, Patricia Arcari, Helene Langevin, Peter M. Wayne

“…Articles, published during or prior to 2015, were systematically identified through the PubMed/MEDLINE, Web of Science, and ScienceDirect databases using the following search terms: nurses, mind-body, integrative, biopsychosocial, yoga, tai chi, back pain, and/or risk factors. …”
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Poor Reporting of Outcomes Beyond Accuracy in Point-of-Care Tests for Syphilis: A Call for a Framework by Yalda Jafari, Mira Johri, Lawrence Joseph, Caroline Vadnais, Nitika Pant Pai

“…Methods. Three reviewers systematically searched 6 electronic databases from 1980 to 2014 for syphilis POC studies reporting IROs. …”
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Helicobacter pylori Infection and Hepatobiliary Pathology by S. V. German, I. P. Bobrovnitsky

“…The aim of this review is to analyze and systematize data on the effect of Helicobacter pylori infection on hepatobiliary diseases.Background.  …”
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Optimised Extraction and Purification of Dual-Function Cosmetic-Grade Phycocyanin and Allophycocyanin from Dried <i>Arthrospira platensis</i> Biomass Using Conventional Methods by Ugnė Krakauskaitė, Shahana Aboobacker, Vaida Kitrytė-Syrpa, Michail Syrpas

“…To address this need, this study systematically evaluated conventional extraction methods—homogenisation, freeze–thaw cycles, and maceration. …”
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Effect of Antihypertensive Therapy on SCORE-Estimated Total Cardiovascular Risk: Results from an Open-Label, Multinational Investigation—The POWER Survey by Guy De Backer, Robert J. Petrella, Assen R. Goudev, Ghazi Ahmad Radaideh, Andrzej Rynkiewicz, Atul Pathak

“…A prespecified element of this research was appraisal of the impact of EBT on estimated 10-year risk of a fatal cardiovascular event as determined by the Systematic Coronary Risk Evaluation (SCORE) model. Results. …”
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Mechanical characteristics and load-bearing effect of roadway anchorage composite carrier by Wensong Xu, Yaoyuan Zhang, Chao Wang, Xinwen Wu, Jibin Zhou

“…Therefore, it is of theoretical significance and practical application value to systematically study the mechanical mechanism and bearing characteristics of the anchorage composite carrier and elucidate the interaction mechanism between the bearing effect of the anchorage composite carrier and the stability of the roadway surrounding rock. …”
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Identification of Iron Homeostasis Genes Dysregulation Potentially Involved in Retinopathy of Prematurity Pathogenicity by Microarray Analysis by Xian-qiong Luo, Chun-yi Zhang, Jia-wen Zhang, Jing-bo Jiang, Ai-hua Yin, Li Guo, Chuan Nie, Xu-zai Lu, Hua Deng, Liang Zhang

“…Retinopathy of prematurity (ROP) is a serious disease of preterm neonates and there are limited systematic studies of the molecular mechanisms underlying ROP. …”
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Discovering novel lead-free solder alloy by multi-objective Bayesian active learning with experimental uncertainty by Qinghua Wei, Yuanhao Wang, Guo Yang, Tianyuan Li, Shuting Yu, Ziqiang Dong, Tong-Yi Zhang

“…The present work systematically analyzes the important role of experimental uncertainty in machine learning, especially in the global optimization for material design, which demands high generalizability of predictions.…”
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Cancer phylogenetic inference using copy number alterations detected from DNA sequencing data by Bingxin Lu

“…However, there have been no systematic reviews on these methods. To summarize the state-of-the-art of the field and inform future development, this review presents a comprehensive survey on the major challenges in inference, different types of methods, and applications of these methods. …”
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Review and comparative analysis of strength criteria for modelling non-linear behaviour of concrete by G. I. Rempel, A. M. Budarin, A. P. Dolgikh, A. A. Kamzolkin, V. N. Alekhin

“…This study is based on the analytical generalization and systematization of the data received form domestic and foreign sources.Results. …”
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Validity of Cardiovascular Risk Prediction Models in Kidney Transplant Recipients by Holly Mansell, Samuel Alan Stewart, Ahmed Shoker

“…Objective. To conduct a systematic review to assess the validity of cardiovascular risk prediction models in this population. …”
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In-depth proteomic profiling identifies potentiation of the LPS response by 7-ketocholesterol by Iain R. Phair, Magdalena Sovakova, Noor Alqurashi, Raid B. Nisr, Alison D. McNeilly, Douglas Lamont, Graham Rena

“…Previous studies demonstrated that 7-KC can elicit effects on macrophage function; however, effects of 7-KC on the macrophage proteome have not been studied systematically. Here we used quantitative mass spectrometry to establish the effect of 7-KC on the mouse macrophage proteome. 7-KC independently mediated dynamic changes, including on atherogenic/M1 markers, cholesterol metabolism, biosynthesis and transport, as well as nutrient transport more broadly. …”
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Suzaku Observations of the Cold Front in A3667: A Nonequilibrium Ionization State of the Intracluster Medium by Mona Shishido, Yuusuke Uchida, Takayoshi Kohmura

“…We present a systematic study of the thermodynamic properties of the intracluster medium (ICM), including the plasma conditions in the ICM, in the merging galaxy cluster A3667 using Suzaku. …”
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Iatrogenic intramural esophageal hematoma during EUS-B-FNA procedure by João Oliveira Rodrigues, Paulo Matos, Luís Vaz Rodrigues, Michele de Santis, Lourdes Barradas

“…Case presentation We present a case involving a 66-year-old male with squamous cell lung carcinoma undergoing mediastinal staging. A systematic mediastinal assessment through EBUS confirmed the presence of enlarged lymph nodes at 4 L with limited access to puncture. …”
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Predicting Marital Satisfaction Based on Worry Domains and Psychosocial Adjustment in Female Diabetic Patients by Adeleh Emamjomeh, Ali Reza Manzari Tavakoli, Hamid Molayi Zarandi

“…The sample included 412 married female patients who were selected by systematic random sampling. The research tools of The Worry Domains Questionnaire (WDQ) (Tallis et al., 1992), The Psychosocial Adjustment Scale (Derogatis & Derogatis, 1990), and Nathan H.'…”
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The Science of Disaster Medicine: From Response to Risk Reduction by Hüseyin Koçak, Kerem Kınık, Cüneyt Çalışkan, Kurtuluş Açıksarı

“…It is a discipline with slow scientific progress due to unclearly systematized multidisciplinary structure and sub-study areas. …”
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